AI-901: AI Workloads

AI Workloads is one of the skill areas tested on the Azure AI Fundamentals (Foundry refresh) (AI-901) exam. Below are free AI-901 practice questions with worked answers and a concept diagram — each with a plain-language explanation. Practice the first 10 questions of AI-901 free, no signup.

The concept, in one picture

Concept flowThe Azure AI service family
The Azure AI service familyAzure AI servicesVisionimages, OCR, facesLanguagekey phrases, sentiment, Q&ASpeechspeech ↔ text, translationDocument Intelligenceextract data from formsOpenAIgenerate text & images (GPT, DALL·E)

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Sample AI-901 question

A team wants an AI feature that writes first-draft promotional emails from a brief product summary and the intended customer segment. Which AI workload fits this requirement?

  • generative AI
  • computer vision
  • text classification
  • speech recognition
Explanation

Producing new promotional email copy from a short product summary and audience description is a content creation task, which is the domain of generative AI, since the model synthesizes original text from a prompt. Computer vision analyzes images or video, text classification only sorts existing text into categories, and speech recognition turns spoken audio into text.

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